Building blocks of a course for aspiring AI-Ethicists
Murat Durmus
CEO & Founder @ AISOMA AG | Thought-Provoking Thoughts on AI | Member of the Advisory Board AI Frankfurt | Author of the book "MINDFUL AI" | AI | AI-Strategy | AI-Ethics | XAI | Philosophy
I've been thinking about what the building blocks of a course for aspiring AI-Ethicists might look like. From the points below, it quickly becomes clear that the field of activity of AI ethicists is very interdisciplinary and challenging.
The points serve as a suggestion and you are welcome to suggest further points in the comments.
◆ History and Philosophy of AI
◆ Key concepts and types of AI (Machine Learning)
◆ Data Awareness & Literacy
◆ Data Ethics Concepts
◆ The future of AI (what can we expect)
◆ Ethical Theories
◆ Ethical implications of AI
◆ Technology and the Greater Human Good
◆ Core ethical principles
◆ Gender transformative operationalization of ai principles
◆ Human Rights & AI
◆ Cognitive Biases
◆ Types of Algorithmic Bias
◆ How to investigate and identify bias in algorithmic decisions
◆ Challenges of explainability & interpretability
◆ Privacy (Privacy-Preserving Machine Learning/Federated Learning)
◆ Ethical and moral issues associated with the development and implementation of AI
◆ How to make AI GDPR Compliant
◆ AI Regulation
◆ The criminal potential of AI
◆ The psychological and sociological aspects of AI
◆ Investigating Human-Machine interaction
◆ Concepts for ethical AI in education
◆ Human & Nature Centric AI
◆ Economics of Intelligent Automation
◆ How to put AI Ethics into practice
◆ Artificial Intelligence & Law
◆ Measuring & auditing AI applications
last not but least: "A kind of Mantra" (source: The AI Thought Book)
Murat
Coach, Facilitator, Organizational Consultant | Job Search, Leadership | Bilingual Spanish ? Remote
2 年Dawn, in case this is of interest
KnowledgeHyperGraph.ai KHG, massive IoT, Privacy by Design
2 年Regarding the "Philosophy of Cognitive sciences" and ethics, I would investigate more the relation between current technologies and the challenges of reductionism as I think is crucial in most applications in complex domains. I find it underestimate in most evaluations from the big picture and top-down approach
Managing Partner Synwisery I AI Passionista for better Health + Tech I B2B, B2C Success Advisor I Strategist I Brand + Trust Builder I Fractional CMO I Speaker I Crisis Communication Expert I #WomensHealth I #Longevity
2 年Like this, thanks, Murat Durmus! Probably you would like to add the aspect of AI education?
Helping organizations bridge the skills gap while providing individuals with pathways towards rewarding careers in tech.
2 年Murat Durmus - you should check out CertNexus' existing course on Coursera - https://www.coursera.org/professional-certificates/certified-ethical-emerging-technologist? which maps to a certification - https://certnexus.com/certification/ceet/ - created with industry peers. I don't mean this as self-promotion, but more to build awareness regarding one option that is currently available for aspiring ethicists. ??
I help insurers to build digital & data driven solutions | Analytics & Insights | ML & AI | HealthTech & InsureTech | Speaker & Author | Thought Leadership & Mentoring |
2 年Insightful read on AI ??